CorrAUC: a Malicious Bot-IoT Traffic Detection Method in IoT Network Using Machine Learning Techniques M. Shafiq, Z. Tian, A. K. Bashir, X. Du and M. Guizani IEEE Internet of Things Journal, 2020 | 429 | 2020 |
Selection of effective machine learning algorithm and Bot-IoT attacks traffic identification for internet of things in smart city M Shafiq, Z Tian, Y Sun, X Du, M Guizani Future Generation Computer Systems 107, 433-442, 2020 | 340 | 2020 |
Deep Residual Learning for Image Recognition: A Survey M Shafiq, Z Gu Applied Sciences 12 (18), 8972, 2022 | 254 | 2022 |
IoT malicious traffic identification using wrapper-based feature selection mechanisms M Shafiq, Z Tian, AK Bashir, X Du, M Guizani Computers & Security 94, 101863, 2020 | 223 | 2020 |
Data mining and machine learning methods for sustainable smart cities traffic classification: A survey M Shafiq, Z Tian, AK Bashir, A Jolfaei, X Yu Sustainable Cities and Society 60, 102177, 2020 | 206 | 2020 |
Network traffic classification techniques and comparative analysis using machine learning algorithms M Shafiq, X Yu, AA Laghari, L Yao, NK Karn, F Abdessamia 2016 2nd IEEE International Conference on Computer and Communications (ICCC …, 2016 | 196 | 2016 |
A machine learning approach for feature selection traffic classification using security analysis M Shafiq, X Yu, AK Bashir, HN Chaudhry, D Wang The Journal of Supercomputing 74, 4867-4892, 2018 | 136 | 2018 |
DIDDOS: An approach for detection and identification of Distributed Denial of Service (DDoS) cyberattacks using Gated Recurrent Units (GRU) S ur Rehman, M Khaliq, SI Imtiaz, A Rasool, M Shafiq, AR Javed, Z Jalil, ... Future Generation Computer Systems 118, 453-466, 2021 | 107 | 2021 |
An adaptive heuristic for managing energy consumption and overloaded hosts in a cloud data center R Yadav, W Zhang, K Li, C Liu, M Shafiq, NK Karn Wireless Networks 26, 1905-1919, 2020 | 81 | 2020 |
Assessment of quality of experience (QoE) of image compression in social cloud computing AA Laghari, H He, M Shafiq, A Khan Multiagent and Grid Systems 14 (2), 125-143, 2018 | 78 | 2018 |
Smart healthcare: RL-based task offloading scheme for edge-enable sensor networks R Yadav, W Zhang, IA Elgendy, G Dong, M Shafiq, AA Laghari, S Prakash IEEE Sensors Journal 21 (22), 24910-24918, 2021 | 73 | 2021 |
The rise of “Internet of Things”: review and open research issues related to detection and prevention of IoT-based security attacks M Shafiq, Z Gu, O Cheikhrouhou, W Alhakami, H Hamam Wireless Communications and Mobile Computing 2022, 1-12, 2022 | 72 | 2022 |
A systematic review on cloud storage mechanisms concerning e-healthcare systems A Tahir, F Chen, HU Khan, Z Ming, A Ahmad, S Nazir, M Shafiq Sensors 20 (18), 5392, 2020 | 63 | 2020 |
Assessing effect of Cloud distance on end user's Quality of Experience (QoE) AA Laghari, H He, M Shafiq, A Khan 2016 2nd IEEE international conference on computer and communications (ICCC …, 2016 | 58 | 2016 |
Application of quality of experience in networked services: Review, trend & perspectives AA Laghari, H He, M Shafiq, A Khan Systemic Practice and Action Research 32, 501-519, 2019 | 48 | 2019 |
A new V-net convolutional neural network based on four-dimensional hyperchaotic system for medical image encryption X Wang, S Yin, M Shafiq, AA Laghari, S Karim, O Cheikhrouhou, ... Security and Communication Networks 2022, 1-14, 2022 | 39 | 2022 |
Hierarchically buckled Ti3C2Tx MXene/carbon nanotubes strain sensor with improved linearity, sensitivity, and strain range for soft robotics and epidermal monitoring Y Wang, W Qin, X Hu, Z Liu, Z Ren, H Cao, B An, X Zhou, M Shafiq, S Yin, ... Sensors and Actuators B: Chemical 368, 132228, 2022 | 38 | 2022 |
IMG‐forensics: Multimedia‐enabled information hiding investigation using convolutional neural network AA Khan, AA Shaikh, O Cheikhrouhou, AA Laghari, M Rashid, M Shafiq, ... IET Image Processing 16 (11), 2854-2862, 2022 | 36 | 2022 |
Impact of storage of mobile on quality of experience (QoE) at user level accessing cloud AA Laghari, H He, M Shafiq, A Khan 2017 IEEE 9th international conference on communication software and …, 2017 | 34 | 2017 |
An improved particle swarm optimization for energy-efficiency virtual machine placement F Abdessamia, Y Tai, WZ Zhang, M Shafiq 2017 International Conference on Cloud Computing Research and Innovation …, 2017 | 32 | 2017 |